re: "Americans spend more on health care than anyone". What if it is due to consumer choices?

Haven't seen the studies that confirm that. Do we pay more at the point of service or in totality when compared to taxes taken from individuals to pay for healthcare in other countries? Both? Would like to see the numbers.